Triple
T10947075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen M. Ross School of Business |
E258624
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
MAP (Multidisciplinary Action Projects)
MAP (Multidisciplinary Action Projects) is a signature experiential learning program at the University of Michigan’s Ross School of Business in which student teams consult on real-world projects for companies and organizations worldwide.
|
E895675
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: MAP (Multidisciplinary Action Projects) | Statement: [Stephen M. Ross School of Business, knownFor, MAP (Multidisciplinary Action Projects)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MAP (Multidisciplinary Action Projects) Context triple: [Stephen M. Ross School of Business, knownFor, MAP (Multidisciplinary Action Projects)]
-
A.
MAPA (Most Affected People and Areas)
MAPA (Most Affected People and Areas) is a climate justice term highlighting communities and regions that are disproportionately impacted by the climate crisis despite contributing least to its causes.
-
B.
MApN
MApN is the commonly used abbreviation for Romania's Ministry of National Defence, the government body responsible for the country's military and defense policy.
-
C.
Mapam
Mapam was a left-wing socialist Zionist political party in Israel that played a significant role in the early decades of the state, particularly within the kibbutz movement and peace-oriented politics.
-
D.
MAPER
MAPER is the official abbreviation for the Spanish Army’s Personnel Command (Mando de Personal), the body responsible for managing military human resources and related administrative functions.
-
E.
#MAPA
#MAPA is a hashtag used within the Fridays for Future movement to highlight and organize climate activism by communities in the Most Affected People and Areas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: MAP (Multidisciplinary Action Projects) Triple: [Stephen M. Ross School of Business, knownFor, MAP (Multidisciplinary Action Projects)]
Generated description
MAP (Multidisciplinary Action Projects) is a signature experiential learning program at the University of Michigan’s Ross School of Business in which student teams consult on real-world projects for companies and organizations worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MAP (Multidisciplinary Action Projects) Target entity description: MAP (Multidisciplinary Action Projects) is a signature experiential learning program at the University of Michigan’s Ross School of Business in which student teams consult on real-world projects for companies and organizations worldwide.
-
A.
MAPA (Most Affected People and Areas)
MAPA (Most Affected People and Areas) is a climate justice term highlighting communities and regions that are disproportionately impacted by the climate crisis despite contributing least to its causes.
-
B.
MApN
MApN is the commonly used abbreviation for Romania's Ministry of National Defence, the government body responsible for the country's military and defense policy.
-
C.
Mapam
Mapam was a left-wing socialist Zionist political party in Israel that played a significant role in the early decades of the state, particularly within the kibbutz movement and peace-oriented politics.
-
D.
MAPER
MAPER is the official abbreviation for the Spanish Army’s Personnel Command (Mando de Personal), the body responsible for managing military human resources and related administrative functions.
-
E.
#MAPA
#MAPA is a hashtag used within the Fridays for Future movement to highlight and organize climate activism by communities in the Most Affected People and Areas.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770eaaea08190b06e508600d8a305 |
completed | April 9, 2026, 9:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23c3c885081908edcece772b2e759 |
completed | April 17, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69e24542b4f081909c97621f04da8ecc |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f7f96481909fa6e6cd07891566 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.